40 citations · 75 across the 15 of their papers we have counts for
16 papers
Dynamical Diversity for Reservoir Computing in Reconfigurable Nanomechanics
Humayun Ahmed, Inês S. Garcia, Filipa C. Mota +7
Physical reservoir computing uses nonlinear dynamics and a trained linear readout to process information. Nanoelectromechanical (NEMS) resonators combine geometric Duffing nonlinea…
Microwave Cytometry with Machine Learning for Shape-Resolved Microplastic Detection
Sayedus Salehin, Syed Shaheer Uddin Ahmed, Uzay Tefek +2
Microplastics are increasingly recognized as a global environmental health threat, yet their detection and characterization remain constrained by the cost, form factor, and through…
Multistability and Noise-Induced Transitions in Dispersively-Coupled Nonlinear Nanomechanical Modes
David Allemeier, İsmet İnönü Kaya, M. Selim Hanay +1
We study the noisy dynamics of two coupled bistable modes of a nanomechanical beam. When de-coupled, each driven mode obeys the Duffing equation of motion, with a well-defined bist…
Rapid Differentiation between Microplastic Particles Using Integrated Microwave Cytometry with 3D Electrodes
Yagmur Ceren Alatas, Uzay Tefek, Sayedus Salehin +2
Rapid identification of microparticles in liquid is an important problem in environmental and biomedical applications such as for microplastic detection in water sources and physio…
Ultrafast Reservoir Computing based on Nonlinear Nanomechanical Resonators at Ambient Conditions
Enise Kartal, Yunus Selcuk, Batuhan E. Kaynak +3
Reservoir computing offers an energy-efficient alternative to deep neural networks (DNNs) by replacing complex hidden layers with a fixed nonlinear system and training only the fin…
Dielectric Detection of Single Nanoparticles Using a Microwave Resonator Integrated with a Nanopore
Arda Secme, Berk Kucukoglu, Hadi S. Pisheh +6
The characterization of individual nanoparticles in a liquid constitutes a critical challenge for environmental, material, and biological sciences. To detect nanoparticles, electro…